model:
  params:
    decoder_config:
      params:
        attn_resolutions:
        - - 32
          - 32
        ch: 64
        ch_mult:
        - 1
        - 2
        - 4
        - 8
        dropout: 0.0
        num_res_blocks: 2
        out_ch: 3
        resolution:
        - 256
        - 256
        z_channels: 256
      target: image_synthesis.modeling.codecs.image_codec.patch_vqgan.Decoder
    embed_dim: 128
    encoder_config:
      params:
        activate_output: false
        attn_resolutions:
        - - 32
          - 32
        ch: 64
        ch_mult:
        - 1
        - 2
        - 4
        - 8
        dropout: 0.0
        in_channels: 3
        num_res_blocks: 2
        out_ch: 3
        resolution:
        - 256
        - 256
        z_channels: 256
      target: image_synthesis.modeling.codecs.image_codec.patch_vqgan.Encoder
    n_embed: 4096
    quantizer_type: EMAVQ
    trainable: true
  target: image_synthesis.modeling.codecs.image_codec.patch_vqgan.PatchVQGAN